Adds two new workflow parameters with backward-compatible defaults (batch-size=1, auto-horizon-weights=false) so existing submissions behave identically. Both flags are forwarded to alpha_train CLI. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>